Datasets:
AI-EcoNet
/
HUGO-Bench-Paper-Reproducibility

Dataset card Data Studio Files
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CLIP ViT-L/14
clip_vitl14
UMAP
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clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_aves_6_UMAP_1\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
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clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_aves_6_UMAP_10\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
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clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_aves_6_UMAP_2\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
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clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_aves_6_UMAP_3\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
UMAP
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clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_aves_6_UMAP_4\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
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clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_aves_6_UMAP_5\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
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clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_aves_6_UMAP_6\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
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clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_aves_6_UMAP_7\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
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clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_aves_6_UMAP_8\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
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clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_aves_6_UMAP_9\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
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clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_aves_7_UMAP_1\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
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clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_aves_7_UMAP_10\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
UMAP
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clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_aves_7_UMAP_2\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
UMAP
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clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_aves_7_UMAP_3\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
UMAP
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clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_aves_7_UMAP_4\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
UMAP
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clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_aves_7_UMAP_5\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
UMAP
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clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_aves_7_UMAP_6\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
UMAP
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clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_aves_7_UMAP_7\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
UMAP
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clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_aves_7_UMAP_8\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
UMAP
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clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_aves_7_UMAP_9\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
UMAP
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clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_aves_8_UMAP_1\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
UMAP
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clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_aves_8_UMAP_10\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
UMAP
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clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_aves_8_UMAP_2\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
UMAP
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clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_aves_8_UMAP_3\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
UMAP
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clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_aves_8_UMAP_4\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
UMAP
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clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_aves_8_UMAP_5\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
UMAP
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clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_aves_8_UMAP_6\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
UMAP
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clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_aves_8_UMAP_7\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
UMAP
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clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_aves_8_UMAP_8\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
UMAP
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clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_aves_8_UMAP_9\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
UMAP
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clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_aves_9_UMAP_1\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
UMAP
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clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_aves_9_UMAP_10\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
UMAP
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clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_aves_9_UMAP_2\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
UMAP
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clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_aves_9_UMAP_3\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
UMAP
GMM_K30
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clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_aves_9_UMAP_4\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
UMAP
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clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_aves_9_UMAP_5\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
UMAP
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30
clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_aves_9_UMAP_6\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
UMAP
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clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_aves_9_UMAP_7\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
UMAP
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clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_aves_9_UMAP_8\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
UMAP
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30
clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_aves_9_UMAP_9\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
UMAP
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clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_mammalia_10_UMAP_1\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
UMAP
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clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_mammalia_10_UMAP_10\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
UMAP
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30
clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_mammalia_10_UMAP_2\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
UMAP
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30
clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_mammalia_10_UMAP_3\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
UMAP
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30
clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_mammalia_10_UMAP_4\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
UMAP
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clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_mammalia_10_UMAP_5\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
UMAP
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30
clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_mammalia_10_UMAP_6\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
UMAP
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30
clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_mammalia_10_UMAP_7\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
UMAP
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30
clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_mammalia_10_UMAP_8\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
UMAP
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30
clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_mammalia_10_UMAP_9\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
UMAP
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30
clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_mammalia_1_UMAP_1\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
UMAP
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30
30
clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_mammalia_1_UMAP_10\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
UMAP
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30
clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_mammalia_1_UMAP_2\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
UMAP
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30
clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_mammalia_1_UMAP_3\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
UMAP
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30
clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_mammalia_1_UMAP_4\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
UMAP
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30
30
clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_mammalia_1_UMAP_5\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
UMAP
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30
clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_mammalia_1_UMAP_6\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
UMAP
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30
clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_mammalia_1_UMAP_7\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
UMAP
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30
clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_mammalia_1_UMAP_8\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
UMAP
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30
clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_mammalia_1_UMAP_9\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
UMAP
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30
clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_mammalia_2_UMAP_1\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
UMAP
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30
clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_mammalia_2_UMAP_10\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
UMAP
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30
clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_mammalia_2_UMAP_2\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
UMAP
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30
clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_mammalia_2_UMAP_3\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
UMAP
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30
clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_mammalia_2_UMAP_4\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
UMAP
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30
clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_mammalia_2_UMAP_5\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
UMAP
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30
clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_mammalia_2_UMAP_6\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
UMAP
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30
clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_mammalia_2_UMAP_7\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
UMAP
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30
30
clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_mammalia_2_UMAP_8\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
UMAP
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30
30
clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_mammalia_2_UMAP_9\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
UMAP
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30
30
clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_mammalia_3_UMAP_1\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
UMAP
GMM_K30
0.652956
0.378737
0.652956
0.638509
0.668073
30
30
clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_mammalia_3_UMAP_10\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
UMAP
GMM_K30
0.647696
0.414014
0.647696
0.636301
0.659507
30
30
clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_mammalia_3_UMAP_2\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
UMAP
GMM_K30
0.656535
0.417758
0.656535
0.646889
0.666474
30
30
clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_mammalia_3_UMAP_3\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
UMAP
GMM_K30
0.650017
0.383549
0.650017
0.634646
0.666151
30
30
clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_mammalia_3_UMAP_4\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
UMAP
GMM_K30
0.651615
0.395524
0.651615
0.637034
0.666878
30
30
clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_mammalia_3_UMAP_5\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
UMAP
GMM_K30
0.651706
0.400198
0.651706
0.638403
0.665574
30
30
clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_mammalia_3_UMAP_6\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
UMAP
GMM_K30
0.651711
0.39766
0.651711
0.64114
0.662638
30
30
clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_mammalia_3_UMAP_7\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
UMAP
GMM_K30
0.655964
0.433735
0.655964
0.648474
0.663629
30
30
clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_mammalia_3_UMAP_8\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
UMAP
GMM_K30
0.645153
0.401691
0.645153
0.634134
0.656561
30
30
clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_mammalia_3_UMAP_9\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
UMAP
GMM_K30
0.659628
0.416905
0.659628
0.645838
0.67402
30
30
clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_mammalia_4_UMAP_1\analysis_summary.json
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clip_vitl14
UMAP
GMM_K30
0.647601
0.395859
0.647601
0.633254
0.662613
30
30
clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_mammalia_4_UMAP_10\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
UMAP
GMM_K30
0.652327
0.404035
0.652327
0.640633
0.664455
30
30
clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_mammalia_4_UMAP_2\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
UMAP
GMM_K30
0.651141
0.407083
0.651141
0.637168
0.66574
30
30
clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_mammalia_4_UMAP_3\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
UMAP
GMM_K30
0.662848
0.395338
0.662848
0.643406
0.683501
30
30
clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_mammalia_4_UMAP_4\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
UMAP
GMM_K30
0.641419
0.406381
0.641419
0.630437
0.652791
30
30
clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_mammalia_4_UMAP_5\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
UMAP
GMM_K30
0.643478
0.416996
0.643478
0.634155
0.653079
30
30
clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_mammalia_4_UMAP_6\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
UMAP
GMM_K30
0.657748
0.439305
0.657748
0.648423
0.667345
30
30
clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_mammalia_4_UMAP_7\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
UMAP
GMM_K30
0.655296
0.414199
0.655296
0.643797
0.667213
30
30
clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_mammalia_4_UMAP_8\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
UMAP
GMM_K30
0.644837
0.404788
0.644837
0.632585
0.657573
30
30
clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_mammalia_4_UMAP_9\analysis_summary.json
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clip_vitl14
UMAP
GMM_K30
0.642112
0.410582
0.642112
0.631277
0.653325
30
30
clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_mammalia_5_UMAP_1\analysis_summary.json
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clip_vitl14
UMAP
GMM_K30
0.647454
0.400825
0.647454
0.63547
0.659898
30
30
clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_mammalia_5_UMAP_10\analysis_summary.json
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clip_vitl14
UMAP
GMM_K30
0.64561
0.413627
0.64561
0.634953
0.656632
30
30
clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_mammalia_5_UMAP_2\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
UMAP
GMM_K30
0.642286
0.408615
0.642286
0.634005
0.650786
30
30
clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_mammalia_5_UMAP_3\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
UMAP
GMM_K30
0.648266
0.412126
0.648266
0.636657
0.660305
30
30
clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_mammalia_5_UMAP_4\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
UMAP
GMM_K30
0.642823
0.390707
0.642823
0.629105
0.657153
30
30
clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_mammalia_5_UMAP_5\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
UMAP
GMM_K30
0.647068
0.424908
0.647068
0.639024
0.655318
30
30
clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_mammalia_5_UMAP_6\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
UMAP
GMM_K30
0.637559
0.405215
0.637559
0.625945
0.649611
30
30
clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_mammalia_5_UMAP_7\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
UMAP
GMM_K30
0.64343
0.400529
0.64343
0.632033
0.655246
30
30
clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_mammalia_5_UMAP_8\analysis_summary.json
CLIP ViT-L/14
clip_vitl14
UMAP
GMM_K30
0.648628
0.400675
0.648628
0.635588
0.662214
30
30
clip_vitl14\dimension_reduction\UMAP\clustering\GMM_K30\clip_vitl14_mammalia_5_UMAP_9\analysis_summary.json